
The rapid integration of sophisticated artificial intelligence into the software development lifecycle has shifted the industry’s focus from simple code generation to the more complex challenge of securing automated workflows against evolving threats. As of 2026, the majority of developers have moved beyond basic coding assistants toward integrated security environments that embed protection directly into the engineering process. This transition










